BibSonomy publications for /user/hotho/classification

A sparse gaussian processes classification framework for fast tag suggestions

hotho — 2008-12-01T15:38:40+01:00

Yang Song and Lu Zhang and C. Lee Giles (2008) A sparse gaussian processes classification framework for fast tag suggestions.CIKM '08: Proceeding of the 17th ACM conference on Information and knowledge mining, page93--102. New York, NY, USA, ACM, [BibSonomy: bookmarking tagging dataset tag social classification recommender bibsonomy toread ml] URL

The Anti-Social Tagger - Detecting Spam in Social Bookmarking Systems

hotho — 2008-08-26T08:37:58+02:00

Beate Krause and Christoph Schmitz and Andreas Hotho and Gerd Stumme (2008) The Anti-Social Tagger - Detecting Spam in Social Bookmarking Systems.Proc. of the Fourth International Workshop on Adversarial Information Retrieval on the Web, [BibSonomy: 2008 mining bookmarking social classification dm myown folksonomy spam ml] URL

Improving Text Classification by Using Encyclopedia Knowledge

hotho — 2008-08-25T15:40:01+02:00

Pu Wang and Jian Hu and Hua-Jun Zeng and Lijun Chen and Zheng Chen (2007) Improving Text Classification by Using Encyclopedia Knowledge.Data Mining, 2007. ICDM 2007. Seventh IEEE International Conference on, page332-341. [BibSonomy: text **** classification wikipedia ol learning ontology evaluation] URL

Learning Word-to-Concept Mappings for Automatic Text Classification

hotho — 2008-07-01T15:19:39+02:00

Georgiana Ifrim and Martin Theobald and Gerhard Weikum (2005) Learning Word-to-Concept Mappings for Automatic Text Classification.Proceedings of the 22nd International Conference on Machine Learning - Learning in Web Search (LWS 2005), page18--26. Bonn, Germany, [BibSonomy: topic text model concept tc classification wordnet] URL

Learning Ontologies to Improve Text Clustering and Classification

hotho — 2008-02-28T10:16:38+01:00

Stephan Bloehdorn and Philipp Cimiano and Andreas Hotho (2006) Learning Ontologies to Improve Text Clustering and Classification.From Data and Information Analysis to Knowledge Engineeringpage334--341. [BibSonomy: text 2006 classification myown ol clustering] URL

Distributional clustering of words for text classification

hotho — 2008-02-02T10:31:29+01:00

L. Douglas Baker and Andrew K. McCallum (1998) Distributional clustering of words for text classification.Proceedings of SIGIR-98, 21st ACM International Conference on Research and Development in Information Retrieval, page96--103. Melbourne, AU, ACM Press, New York, US, [BibSonomy: text classification clustering] URL

Automatic multi-label subject indexing in a multilingual environment

hotho — 2008-01-15T10:00:15+01:00

Boris Lauser and Andreas Hotho (2003) Automatic multi-label subject indexing in a multilingual environment.Proc. of the 7th European Conference in Research and Advanced Technology for Digital Libraries, ECDL 2003, page140-151. Springer, [BibSonomy: text classification 2003 myown agrovoc ontology SumSchool06]

Boosting for Text Classification with Semantic Features

hotho — 2008-01-15T09:46:14+01:00

Stephan Bloehdorn and Andreas Hotho (2006) Boosting for Text Classification with Semantic Features.Advances in Web Mining and Web Usage Analysis, page149--166. Springer, [BibSonomy: text 2006 classification boosting myown] URL

Supporting Collaborative Hierarchical Classification: Bookmarks as an Example

hotho — 2007-11-27T15:25:45+01:00

Dominik Benz and Karen H. L. Tso and Lars Schmidt-Thieme (2007) Supporting Collaborative Hierarchical Classification: Bookmarks as an Example.Special Issue of the Computer Networks journal on Innovations in Web Communications Infrastructure [BibSonomy: hierarchical bookmarks classification recommender sosbuch]

Collaborative Learning and Recommender Systems

hotho — 2007-11-21T08:38:28+01:00

Wee Sun Lee (2001) Collaborative Learning and Recommender Systems.ICML '01: Proceedings of the Eighteenth International Conference on Machine Learning, page314--321. San Francisco, CA, USA, Morgan Kaufmann Publishers Inc., [BibSonomy: classification recommender learning] URL

Learning Collaborative Information Filters

hotho — 2007-11-21T08:35:45+01:00

Daniel Billsus and Michael J. Pazzani (1998) Learning Collaborative Information Filters.ICML '98: Proceedings of the Fifteenth International Conference on Machine Learning, page46--54. San Francisco, CA, USA, Morgan Kaufmann Publishers Inc., [BibSonomy: classification recommender learning] URL

Recommendation as classification: using social and content-based information in recommendation

hotho — 2007-11-20T21:39:43+01:00

Chumki Basu and Haym Hirsh and William Cohen (1998) Recommendation as classification: using social and content-based information in recommendation.AAAI '98/IAAI '98: Proceedings of the fifteenth national/tenth conference on Artificial intelligence/Innovative applications of artificial intelligence, page714--720. Menlo Park, CA, USA, American Association for Artificial Intelligence, [BibSonomy: classification recommender toread] URL

Statistical Relational Learning for Document Mining.

hotho — 2007-08-31T14:53:26+02:00

Alexandrin Popescul and Lyle H. Ungar and Steve Lawrence and David M. Pennock (2003) Statistical Relational Learning for Document Mining..ICDM, page275-282. IEEE Computer Society, [BibSonomy: mining tm text srl document classification 2003] URL

Automatic Detection of Text Genre

hotho — 2006-12-06T19:07:02+01:00

B. Kessler and G. Nunberg and H. Schütze (1997) Automatic Detection of Text Genre.Proceedings of 35th Annual Meeting of the Association for Computational Linguistics, Madrid, Spain, [BibSonomy: genre classification] URL

Machine learning in automated text categorization

hotho — 2006-10-27T11:56:43+02:00

F. Sebastiani (2002) Machine learning in automated text categorization.ACM Computing Surveysvolume34. page1--47. [BibSonomy: text tm classification survey ml categorization] URL

A New Approach for Concept-Based Web Search.

hotho — 2006-09-04T15:51:00+02:00

Seung Yeol Yoo and Achim G. Hoffmann (2003) A New Approach for Concept-Based Web Search..Australian Conference on Artificial Intelligence, page65-76. [BibSonomy: search classification web taxonomy comparison fca] URL

Text Classification by Boosting Weak Learners based on Terms and Concepts

hotho — 2006-06-27T14:00:12+02:00

Stephan Bloehdorn and Andreas Hotho (2004) Text Classification by Boosting Weak Learners based on Terms and Concepts.Proceedings of the Fourth IEEE International Conference on Data Mining, page331-334. IEEE Computer Society Press, [BibSonomy: text 2004 learner classification boosting weak myown SumSchool06 ontology] URL

Boosting for Text Classification with Semantic Features

hotho — 2006-06-27T10:19:05+02:00

Stephan Bloehdorn and Andreas Hotho (2004) Boosting for Text Classification with Semantic Features.Proceedings of the MSW 2004 workshop at the 10th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, page70-87. [BibSonomy: text 2004 classification boosting myown SumSchool06 ontology] URL

An Introduction to Kernel-Based learning Algorithms

hotho — 2006-06-23T10:09:12+02:00

K.-R. Müller and S. Mika and G. Rätsch and S. Tsuda and B Schölkopf (2001) An Introduction to Kernel-Based learning Algorithms.IEEE Transactions on Neural Networksvolume12. page181--202. [BibSonomy: classification svm learning kernel] URL

Text Categorization

hotho — 2006-06-02T18:31:35+02:00

Fabrizio Sebastiani (2005) Text Categorization.Text Mining and its Applications to Intelligence, CRM and Knowledge Management, page109--129. Southampton, UK, WIT Press, [BibSonomy: application text classification categorization] URL